Posts about ai-governance
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The Risk Tiering Gap in Banking AI
Banks have AI ethics principles. They don't have risk tiering. That's the gap that matters.
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Exoskeleton, Not Colleague
The AI governance conversation is stuck in the wrong frame. The pattern that works isn't autonomous agents — it's exoskeletons. Micro-agents handling narrow tasks, with human judgment at every point that matters.
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Match the Tool to the Shape
Not every goal is a flywheel. The most common mistake in personal systems is treating a checklist as something that compounds.
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The Immune System of AI Autonomy
When your AI can see its own fuel gauge, you're one config write away from self-preservation instinct. Biology solved this problem — and the solution was keeping the organism away from its own selection pressure.
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Show Up with the Machine, Not the Idea
The highest-leverage consulting prep is building the tool before you need it
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Governance Is a Tax
The most useful reframe I've found for AI governance in financial services
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Human-in-the-Loop Is an Architecture Decision
It's not enough to say humans are in the loop. You need to show the loop is in the system.
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Impossibility Theorems as Consulting Tools
Mathematical impossibility results are the best meeting-room weapons I know.
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Shadow Agents Are Coming for Your Org
Open-source agent adoption can outpace enterprise security controls by weeks. Governance teams need a policy before the agents arrive uninvited.
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The Fairness Impossibility Is Not a Bug
Every AI fairness debate is secretly a values debate disguised as a technical question.
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The Specificity Trap
Adding detail to a deliverable doesn't fix credibility — it creates new interrogation targets.
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The Easter Egg That Landed
The strongest slide in my interview deck wasn't about what I'd built. It was about how I built the deck itself.
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China's AI Stack Is Now Hardware-Deep
DeepSeek V4 launching on Huawei Ascend NPUs signals that China's AI ecosystem is decoupling at the silicon layer — deeper and more durable than model-level divergence.
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AI Vendors Are Not Neutral Infrastructure
The DoD-Anthropic dispute reveals a new category of operational risk: foundation model vendors can unilaterally revoke access based on their own values, not just SLA violations.
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Three APAC Regulators Are Converging on AI Governance — Banks Should Build One Framework
MAS, PBOC, and HKMA are independently arriving at similar AI governance requirements. Banks regulated by all three have a narrow window to build one superset framework instead of three silos.
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Three AI Governance Blind Spots No Framework Covers
Most AI governance frameworks are technically-focused risk checklists. Three structural risks are missing from almost all of them.
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AI Vendor Selection Is Now a Values Decision
OpenAI took the Pentagon contract Anthropic refused. Your AI vendor just became a political statement — and enterprise procurement hasn't caught up.
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What Surprised Me Studying for the GARP Responsible AI in Finance Exam
I expected the hard parts to be the technical sections. They weren't. The governance sections were harder, and more useful.
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AI Governance Category Error: Routing vs. Compliance
Your AI governance framework is a routing spreadsheet pretending to be a compliance programme. Regulators will spot the difference.
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HK/APAC as an AI Hub for Financial Services: The Story Being Missed
Hong Kong has quietly run one of the most sophisticated GenAI experiments in global banking. Almost no one outside the region is paying attention.